Linear Regression

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Regression Models (Coursera) Coursera
Johns Hopkins University

Regression Models (Coursera)

Dive into Regression Models, a crucial course for aspiring data scientists on Coursera. Explore linear assumptions, learn how to relate outcomes to predictors effectively using regression analysis, and understand the principles of least squares and statistical inference. This course is perfect for those looking to deepen their understanding of essential statistical tools.

Jul 6th 2026
4 Weeks
Machine Learning: Regression (Coursera) Coursera
University of Washington

Machine Learning: Regression (Coursera)

Dive into 'Machine Learning: Regression' on Coursera, where you'll explore the art and science of predicting continuous outcomes. This course will guide you through creating models that forecast real-world scenarios such as housing prices based on various features. Whether you're in data science, finance, healthcare, or any field dealing with predictive analytics, this course offers valuable insights into regression analysis.

Jul 6th 2026
5-12 Weeks
Deep Neural Networks with PyTorch (Coursera) Coursera
IBM

Deep Neural Networks with PyTorch (Coursera)

Dive into the world of deep learning and master the powerful PyTorch framework with our expert-led course. From understanding basic concepts like tensors and automatic differentiation, to implementing complex models such as convolutional networks and recurrent neural networks, you'll gain a thorough understanding of building state-of-the-art deep learning solutions.

Jul 6th 2026
5-12 Weeks
Regression Modeling Fundamentals (Coursera) Coursera
SAS

Regression Modeling Fundamentals (Coursera)

Dive into the world of statistical analysis with our Regression Modeling Fundamentals course. Perfect for SAS software users, this course will guide you through essential techniques such as t tests, ANOVA, linear regression, and even introduce you to logistic regression. Whether you're new to statistical analyses or looking to refine your skills, this course provides a solid foundation.

Jul 6th 2026
3 Weeks
Introduction to Predictive Modeling (Coursera) Coursera
University of Minnesota

Introduction to Predictive Modeling (Coursera)

Embark on a journey into the world of predictive analytics with 'Introduction to Predictive Modeling.' This foundational course, part of Coursera's Analytics for Decision Making specialization, will equip you with the skills needed to harness linear regression and time series forecasting models. Master these techniques using Microsoft Excel, an essential tool for data analysis.

Jul 6th 2026
4 Weeks
Modern Regression Analysis in R (Coursera) Coursera
University of Colorado Boulder

Modern Regression Analysis in R (Coursera)

Dive into the world of statistical modeling with our 'Modern Regression Analysis in R' course. Learn foundational tools essential for data scientists, including linear models, parameter estimation, residual analysis, and strategies for variable selection. Perfect for beginners and professionals looking to refine their analytical skills.

Jul 6th 2026
5-12 Weeks
Data Science with R - Capstone Project (Coursera) Coursera
IBM

Data Science with R - Capstone Project (Coursera)

Embark on an advanced journey into data science as you apply your learned skills to a hands-on capstone project using the powerful R programming language. This course will challenge you to collect, analyze, test hypotheses, visualize, and model real-world datasets, equipping you with practical experience in data science applications.

Jul 6th 2026
5-12 Weeks
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